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Introduction to Data Version Control

Towards Data Science

Any production-level system requires some kind of versioning. A single source of current truth. Any resources that are continuously updated, especially simultaneously by multiple users, require some…

Data Versioning: All You Need to Know

Towards Data Science

Introduction to Data Versioning with LakeFS command line. lakeFS introduces git-level manageability of your data and introduces CLI and UI interfaces to work with

Versioned Data Management System Design

Level Up Coding

Introduction Previously, I introduced a distributed ledger system . From a technical level, I explained how to build a data store that supports version history consistently. Expanding on this, this po...

The DVC Guide: Data Version Control For All Your Data Science Projects

Towards Data Science

Become familiar with data versioning just like code versioning Continue reading on Towards Data Science

Data Version Control For the Modern Data Scientist: 7 DVC Concepts You Can’t Ignore

Towards Data Science

Explained with striking visuals Continue reading on Towards Data Science

Comparing Data Version Control Tools — 2020

Towards Data Science

An overview and comparison of tools for data version control in 2020

8 Best Data Version Control Tools in 2023

Towards Data Science

A complete overview revealing a diverse range of strengths and weaknesses for each data versioning tool Continue reading on Towards Data Science

Version Control for Data Scientists: A Hands-on Introduction

Towards Data Science

Historically, many data scientists didn’t use “software development” tools like version control systems. These days as their code becomes more sophisticated and data scientists are increasingly…

Version Control ML Model

Towards Data Science

Machine Learning operations (let’s call it mlOps under the current buzzword pattern xxOps) are quite different from traditional software development operations (devOps). One of the reasons is that ML…...

Data version control with DVC. What do the authors have to say?

Towards Data Science

DataOps is very important in data science, and that my opinion is that data scientists should pay more attention to DataOps. It’s the less used feature in data science projects. At the moment we…

A Layman’s Introduction to Version Control System

Towards Data Science

Have you ever saved your files with date-time stamps in file names? I guess most of us have done it to save a version of our existing files. This is required when we have certain changes to be done…

Introduction to Version Control using Git

Analytics Vidhya

Version Control is an essential part of programming while we are working as team. Version Control is used to keep track of changes done to documents , files , programs and other collection of…